Commit 011ad187 authored by lucas_miranda's avatar lucas_miranda
Browse files

Parameterised path in main.ipynb

parent 76652551
......@@ -68,7 +68,7 @@ class SEQ_2_SEQ_AE:
self.ENCODING,
activation="relu",
kernel_constraint=UnitNorm(axis=1),
#activity_regularizer=UncorrelatedFeaturesConstraint(3, weightage=1.0),
activity_regularizer=UncorrelatedFeaturesConstraint(3, weightage=1.0),
)
# Decoder layers
......@@ -184,7 +184,7 @@ class SEQ_2_SEQ_VAE:
self.ENCODING,
activation="relu",
kernel_constraint=UnitNorm(axis=1),
#activity_regularizer=UncorrelatedFeaturesConstraint(3, weightage=1.0),
activity_regularizer=UncorrelatedFeaturesConstraint(3, weightage=1.0),
)
# Decoder layers
......@@ -283,7 +283,7 @@ class SEQ_2_SEQ_MMVAE:
# - Bidirectional LSTM switches (done!)
# - Change LSTMs for GRU (done!)
# - Tied/Untied weights (done!)
# - orthogonal/non-orthogonal weights
# - orthogonal/non-orthogonal weights (done!)
# - Unit Norm constraint
# TODO next:
# - VAE loss function (though this should be analysed later on taking the encodings into account)
......
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